Recess Enjoyment, Affect, and Preferences by Gender and Developmental Level in Elementary School
Bibliographic record
Abstract
Purpose : This study assessed students’ levels and associations between recess enjoyment, positive affect, environmental factors, and activity preferences overall and as a function of gender and developmental level. Methods : An online survey was used to gather data from 464 students in Grades 4–8 from nine elementary schools in southwestern Ontario, Canada. Results : When the variance explained by gender and developmental level was controlled for in this study, both recess environment and activity preferences accounted for a significant portion of the variability related to affect and enjoyment of recess. Having equipment and space and preference for moderate-to-vigorous physical activity, organizing and playing games, and free time predicted both affect and enjoyment. Conclusion : These and other findings enable educators to progress in understanding how they might adjust approaches to recess to facilitate more enjoyment and positive affect in elementary school students especially by gender and developmental level.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".